A 30B model trained via reverse-perplexity SFT, two-stage RL, and test-time scaling achieves gold-medal-level results on IMO 2025 and IPhO 2024/2025.
Subtract (5) from (1): 57 Achieving Gold-Medal-Level Olympiad Reasoning via Simple and Unified Scaling (b2 −ac) ¯z=−b−(a+c) =−(a+b+c)
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Achieving Gold-Medal-Level Olympiad Reasoning via Simple and Unified Scaling
A 30B model trained via reverse-perplexity SFT, two-stage RL, and test-time scaling achieves gold-medal-level results on IMO 2025 and IPhO 2024/2025.